Today, artificial intelligence helps doctors diagnose patients, pilots fly commercial aircraft, and city planners predict traffic. These AIs are often self-taught, working off a simple set of instructions to create a unique array of rules and strategies. So how exactly does a machine learn? Briana Brownell digs into the three basic ways machines...

The convergence of AI and robotics will unlock a wonderful new world of possibilities in everyday life, says robotics and AI pioneer Daniela Rus. Diving into the way machines think, she reveals how "liquid networks" — a revolutionary class of AI that mimics the neural processes of simple organisms — could help intelligent machines process inform...

People have been grappling with the question of artificial creativity -- alongside the question of artificial intelligence -- for over 170 years. For instance, could we program machines to create high quality original music? And if we do, is it the machine or the programmer that exhibits creativity? Gil Weinberg investigates this creative conund...

Does anyone actually read research reports? Stephen Lawrence found that most research in the finance industry rarely gets a glance beyond the front page. Lawrence has dedicated his career to making research reports more digestible, using a refined mixture of machine learning, big data and good old-fashioned human insight.

As companies introduce AI into the workplace to increase productivity, an uncomfortable paradox is emerging: people are often responsible for training the very systems that might displace them. AI ethics advocate Madison Mohns presents three leadership principles to embrace technological progress while prioritizing your coworkers' well-being — p...

Expensive to build and often needing highly skilled engineers to maintain, artificial intelligence systems generally only pay off for large tech companies with vast amounts of data. But what if your local pizza shop could use AI to predict which flavor would sell best each day of the week? Andrew Ng shares a vision for democratizing access to AI...

In the beginning of the universe, all was darkness — until the first organisms developed sight, which ushered in an explosion of life, learning and progress. AI pioneer Fei-Fei Li says a similar moment is about to happen for computers and robots. She shows how machines are gaining "spatial intelligence" — the ability to process visual data, make...

Computers have gotten a lot smarter and faster, but only now are they gaining the ability to see, hear, and feel, igniting a whole new generation of interactivity between man and machine. Achin Bhomik demonstrates how the technology is advancing.

Former Marine Corps lieutenant Drew Humphreys knows a thing or two about leadership. Before joining the business world, he was a platoon commander in Afghanistan, in charge of 36 Marines fighting the Taliban and maintaining a vital supply route through Helmand Province. He had to reconsider everything he knew about being a leader when he was for...

What happens when human and machine creativity meet? From an AI model trained on classic works to generate a seemingly infinite stream of portraits to a neural network that envisions otherworldly life-forms in impossible detail, media art curator Eileen Isagon Skyers showcases mind-bending art that embraces our increasingly technological future,...

As co-creator of Siri, Tom Gruber helped redefine the role of machine intelligence in our lives and transformed the way we interact with our devices.

Imagine an original recipe for every meal that takes into consideration dietary restrictions, personal preferences, and what is in your fridge at that moment? Meet Chef Watson, the world's first cognitive cooking application, and its head software engineer: Florian Pinel. Florian explores some of the implications for society once computers catch...

Imagine an extra brain that knows us better than we know ourselves, that exists "with us, beside us, experiencing our world with us ... always connected, always processing, always watching." Nivruti Rai believes that AI systems could become these kinds of guardian angels, if given the chance. In this future-forward talk, Rai explains how machin...

Is AI as smart as it seems? Exploring the "brain" behind machine learning, neural networker Alona Fyshe delves into the language processing abilities of talkative tech (like the groundbreaking chatbot and internet obsession ChatGPT) and explains how different it is from your own brain -- even though it can sound convincingly human.

What if diseases could be treated with a patient's own cells, precisely and on demand? Biotech entrepreneur Nabiha Saklayen explains how we could harness advances in biology, machine learning and lasers to create personalized stem cell banks -- and develop medicine uniquely designed for each of our bodies.

Yann LeCun, the chief AI scientist at Facebook, helped develop the deep learning algorithms that power many artificial intelligence systems today. In conversation with head of TED Chris Anderson, LeCun discusses his current research into self-supervised machine learning, how he's trying to build machines that learn with common sense (like humans...

To lose our jobs to our future supreme AI overlords ... or to not? That's the question (and we have some surprising answers).

A glimpse inside what we're teaching artificially intelligent machines and a cautionary tale of what could happen if we get it wrong.

Computer scientist Yejin Choi is here to demystify the current state of massive artificial intelligence systems like ChatGPT, highlighting three key problems with cutting-edge large language models (including some funny instances of them failing at basic commonsense reasoning.) She welcomes us into a new era in which AI is becoming almost like a...

Machine learning isn't just for simple tasks like assessing credit risk and sorting mail anymore -- today, it's capable of far more complex applications, like grading essays and diagnosing diseases. With these advances comes an uneasy question: Will a robot do your job in the future?

Researcher-turned-entrepreneur Richard Socher dives deep into different kinds of existing AI systems and what they can teach us about ourselves — pointing out how, as AI advances, it mirrors both humanity's ingenuity and its flaws.

AI will take our jobs—and that is a good thing, argues Tomer Garzberg. He tells how intelligent robots are already supplanting people, freeing us to imagine new roles for ourselves, and also surveys endeavors that are likely to remain human for some time to come.

Since humanity first imagined the reality of intelligent machines, we've been afraid that they'll overpower us one day. Bruno Michel shares a more optimistic view: by investing in our mental fitness -- through studying Latin, doing yoga or even tap dancing -- we can increase our likelihood of staying competitive with sophisticated AI.

Tanmay Bakshi realized that in order to prevent suicide, we need a better way of detecting patterns. For the last 3 years, Tanmay and his team have been developing an app that can pick up on irregularities in a person's online behavior to build an early warning systems for at-risk teens. His hope is that this app will help get teens in distress ...

Welcome to the new frontier in art and creativity -- and it's not human.

The fourth industrial revolution is upon us: machines infused with intelligence. This transformation will change how manufacturing works today, making it faster and cheaper because a machine will know when it makes a mistake and correct itself. Markus Lorenz estimates that the next generation of industrialization could save the food industry alo...

Self-driving cars were just the start. What's the future of big data-driven technology and design? In a thrilling science talk, Kenneth Cukier looks at what's next for machine learning -- and human knowledge.

In 2013, a group of researchers wanted to create an AI system that could beat every Atari game. They developed a system called Deep Q Networks (DQN) and less than two years later, it was superhuman. But there was one notable exception. When playing Montezuma's Revenge, DQN couldn't score a single point. What was it that made this game so vexingl...

Researcher Jim Fan presents the next grand challenge in the quest for AI: the "foundation agent," which would seamlessly operate across both the virtual and physical worlds. He explains how this technology could fundamentally change our lives — permeating everything from video games and metaverses to drones and humanoid robots — and explores how...

Take a tour of "Sim Francisco," a digital metropolis bustling with thousands of AI characters, each experiencing unique lives across diverse neighborhoods. The city's creator — entrepreneur and filmmaker Edward Saatchi — presents animated snippets from these AI lives and explores the possibility that a new intelligence might emerge not from deli...